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层次聚类

生成一系列嵌套的簇

层次聚类将数据分组,形成一个多级聚类树或树状图。如果您的数据是分层的,此方法可帮助您选择最适合您的应用的聚类级别。

函数

clusterConstruct agglomerative clusters from linkages
clusterdataConstruct agglomerative clusters from data
cophenetCophenetic correlation coefficient
inconsistentInconsistency coefficient
linkageAgglomerative hierarchical cluster tree
pdistPairwise distance between pairs of observations
squareformFormat distance matrix

主题

Choose Cluster Analysis Method

Understand the basic types of cluster analysis.

Hierarchical Clustering

Group data into a multilevel hierarchy of clusters.